CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization.
Nang Hung NguyenDuc Long NguyenTrong Bang NguyenThanh-Hung NguyenHuy Hieu PhamTruong Thao NguyenPhi Le NguyenPublished in: CCGrid (2023)
Keyphrases
- prior knowledge
- background knowledge
- data points
- data sources
- data sets
- domain knowledge
- database
- raw data
- data distribution
- prior domain knowledge
- learning systems
- data collection
- learning algorithm
- reinforcement learning
- data structure
- domain experts
- knowledge discovery
- knowledge acquisition
- human experts
- supervised learning
- data mining techniques
- machine learning
- expert systems
- learning tasks
- decision trees
- training data
- data analysis
- clustering algorithm
- missing data
- knowledge base
- e learning
- wireless sensor networks
- data model
- concept maps
- learning process